--- meta: title: Agent patterns — Meta Model API cookbook description: Cookbook recipes for turning Muse Spark into an agent — the core loop, interleaved reasoning and tool use, context management, and validated edits. keywords: cookbook, agent patterns, agent loop, tool use, context management, Muse Spark cms: layout: large in_page_nav: false alias: /model-api/docs/cookbook/agent-patterns target: aidmc --- # Agent patterns Turn a model into an agent. These loops handle planning, self-correction, and staying coherent across long runs. Part of the [Cookbook](/docs/cookbook). <tile-group col="3"> <tile color="purple" icon="robot-head" href="/docs/cookbook/basic-agent-loop" title="Basic agent loop"> Wire up the core perceive-decide-act loop.</tile> <tile color="purple" icon="robot-head" href="/docs/cookbook/interleaved-reasoning-tool-use" title="Interleaved reasoning and tool use"> Interleave reasoning with tool calls in a single turn.</tile> <tile color="purple" icon="robot-head" href="/docs/cookbook/multi-turn-context-management" title="Multi-turn context management"> Keep context under control across a long agent run.</tile> <tile color="purple" icon="robot-head" href="/docs/cookbook/search-and-replace-edits" title="Search-and-replace edits"> Make exact-match file edits that stay reviewable.</tile> <tile color="purple" icon="robot-head" href="/docs/cookbook/alert-fatigue-copilot" title="Alert fatigue copilot"> Pull grounded patterns from noisy alerts, then probe, chat, and self-assess with strict JSON.</tile> </tile-group>